PasaLab / LiquidLinks
Intelligent Resource Requirement Estimation and Scheduling for Deep Learning Jobs on Distributed GPU Clusters
☆14Updated 3 years ago
Alternatives and similar repositories for Liquid
Users that are interested in Liquid are comparing it to the libraries listed below
Sorting:
- Kubernetes Scheduler Simulator☆112Updated 10 months ago
- ☆21Updated 3 years ago
- HeliosArtifact☆20Updated 2 years ago
- Helios Traces from SenseTime☆56Updated 2 years ago
- ☆44Updated 11 months ago
- ☆18Updated last year
- a deep learning-driven scheduler for elastic training in deep learning clusters☆30Updated 4 years ago
- ☆50Updated 2 years ago
- ☆11Updated 4 years ago
- A Deep Learning Cluster Scheduler☆38Updated 4 years ago
- Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs☆54Updated 2 years ago
- A benchmark suite for evaluating FaaS scheduler.☆23Updated 2 years ago
- Artifacts for our NSDI'23 paper TGS☆78Updated last year
- The source code of INFless,a native serverless platform for AI inference.☆38Updated 2 years ago
- Burstable Cloud Scheduler☆13Updated last year
- Serverless optimizations☆51Updated last year
- ☆18Updated 2 years ago
- ☆37Updated this week
- Artifacts for our ASPLOS'23 paper ElasticFlow☆52Updated last year
- Tiresias is a GPU cluster manager for distributed deep learning training.☆154Updated 5 years ago
- ☆191Updated 5 years ago
- FaaSNet: Scalable and Fast Provisioning of Custom Serverless Container Runtimes at Alibaba Cloud Function Compute (USENIX ATC'21)☆55Updated 3 years ago
- Artifacts for our SIGCOMM'22 paper Muri☆42Updated last year
- ☆27Updated 4 years ago
- This repository includes the VM request traces of the top 20 tenants in 4 months of 2021 in Huawei Cloud.☆23Updated last month
- Source code for OSDI 2023 paper titled "Cilantro - Performance-Aware Resource Allocation for General Objectives via Online Feedback"☆39Updated last year
- ☆26Updated 2 years ago
- ☆30Updated 2 years ago
- ☆53Updated last year
- ☆23Updated 4 years ago